Strobes Security Unveils Proprietary AI Harness

ByRicardo

Multi-agent orchestration with human-in-the-loop oversight compresses full-scope pentest engagements from weeks to beneath 48 hours

Strobes, a pacesetter in Exposure Management, at this time introduced the launch of its proprietary AI Harness, a multi-agent orchestration engine that powers end-to-end AI Penetration Testing throughout cloud, internet, API, and enterprise environments. The platform delivers full-scope engagements that traditionally consumed two to 4 weeks in beneath 48 hours, with out sacrificing rigor, traceability, or oversight.

The drawback: pentests are gradual due to coordination, not approach

Penetration testing has been formed much less by the issue of the technical work than by the overhead round it: reconnaissance, enumeration, exploitation, proof assortment, peer assessment, and report writing, every handed off serially with idle time in between.

“Why does a pentest nonetheless take three weeks in 2026?” mentioned Venu Rao, CEO & Co-founder at Strobes. “It’s the coordination overhead, the context switching, and the serial nature of the method. Our AI Harness runs these workstreams in parallel, across the clock, delivering output on par with a senior pentester in a fraction of the time.“

How it really works: a supervisor, purpose-built brokers, and parallel execution

A supervisor agent decomposes safety aims into discrete duties and dispatches them to domain-specialized sub-agents:

  • Cloud Pentesting Agent: AWS, Azure, GCP configuration assessment, IAM evaluation, misconfiguration detection
  • Web Pentesting Agent: OWASP Top 10, authentication flaws, business-logic testing
  • API Pentesting Agent: REST and GraphQL discovery, authorization testing, injection checks
  • Network Pentesting Agent: infrastructure reconnaissance and service-level testing
  • Code Review Agent: SAST-aware triage of code-level findings
  • Threat Intelligence & Compliance Agents: exploit enrichment, mapping to SOC 2, ISO 27001, PCI DSS

Agents run concurrently and change findings by means of structured knowledge. The harness runs on Strobes’ personal agent runtime constructed on best-in-class basis fashions, together with Anthropic Claude on AWS Bedrock, with guardrail middleware and chronic agent reminiscence purpose-built for safety operations.

The outcomes

In inner benchmarks and early buyer engagements the AI Harness has, in a single session:

  • Coordinated scans throughout 128 cloud property spanning three AWS areas
  • Surfaced 47 essential findings inside hours
  • Generated remediation tickets routinely
  • Produced a client-ready PDF report end-to-end

For full-scope internet utility pentests, the AI Harness persistently delivers full engagements in beneath 48 hours.

Speed with out dropping management

Any motion with real-world impression surfaces an approval card requiring specific human authorization. Every engagement runs in a devoted workspace recording agent reasoning, software calls, and resolution factors. Customer knowledge stays contained in the buyer’s tenant boundary by way of a schema-per-tenant database mannequin.

Closing the hole between discovery and motion

Results stream straight into methods safety groups already use:

  • Ticketing: Jira, ServiceNow, GitHub Issues, Azure DevOps
  • Reporting: client-ready PDF and CSV experiences in the identical session
  • Compliance: computerized mapping to SOC 2, ISO 27001, PCI DSS
  • ChatOps and SIEM: Slack, Teams, Splunk, Sentinel by way of webhook and API

The publish Strobes Security Unveils Proprietary AI Harness first appeared on AI-Tech Park.

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